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Erschienen in: BMC Ophthalmology 1/2024

Open Access 01.12.2024 | Research

Association of myopia and astigmatism with postoperative ocular high order aberration after small incision lenticule extraction

verfasst von: Yifan Du, Yu Di, Shan Yang, Fei Mo, Ge Cui, Di Chen, Ying Li

Erschienen in: BMC Ophthalmology | Ausgabe 1/2024

Abstract

Objective

To investigate the correlation between higher-order aberrations (HOA) after small incision lenticule extraction (SMILE) and the severity of myopia and astigmatism, along with the relevant factors. These findings will provide valuable insights for decreasing the occurrence of HOA after SMILE and enhancing visual quality.

Methods

A total of 75 patients (150 eyes) with myopia and astigmatism who underwent SMILE were categorized into four groups based on the severity of myopia and astigmatism: Myopia Group 1 (Group M1, spherical diopter ranged from -1.00 D to -4.00 D), Myopia Group 2 (Group M2, spherical diopter ranged from -4.10 D to -10.00 D), Astigmatism Group 1 (Group A1, cylindrical diopter ranged from 0 D to -1.00 D), and Astigmatism Group 2 (Group A2, cylindrical diopter ranged from -1.10 D to -3.00 D). A comprehensive assessment was performed to examine the association between HOA and various relevant factors, including a detailed analysis of the subgroups.

Results

Group M1 had significantly lower levels of total eye coma aberration (CA), corneal total HOA (tHOA), internal tHOA, and vertical CA (\({{\text{Z}}}_{3}^{-1}\)) after SMILE than Group M2 (P < 0.05). Similarly, Group A1 had significantly lower levels of total eye tHOA, CA, trefoil aberration (TA), corneal tHOA, TA, and vertical TA (\({{\text{Z}}}_{3}^{-3}\)) after SMILE than Group A2 (P < 0.05). Pearson correlation analysis indicated a statistically significant positive relationship between the severity of myopia/astigmatism and most HOA (P < 0.05). Subgroup evaluations demonstrated a notable increase in postoperative HOA associated with myopia and astigmatism in Groups M2 and A2 compared with the control group. Lenticule thickness, postoperative central corneal thickness (CCT), postoperative uncorrected distance visual acuity (UDVA), and postoperative corneal Km and Cyl were strongly correlated with most HOA. Age, eyes, and postoperative intraocular pressure (IOP) were only associated with specific HOA.

Conclusion

HOA positively correlated with the severity of myopia and astigmatism after SMILE. However, this relationship was not linear. HOA after SMILE was influenced by various factors, and additional specialized investigations are required to establish its clinical importance.
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Hinweise

Supplementary Information

The online version contains supplementary material available at https://​doi.​org/​10.​1186/​s12886-024-03475-w.

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Abkürzungen
CDVA
Corrected distance visual acuity
CA
Coma aberration
CCT
Central corneal thickness
FOZ
Functional optical zone
FS-LASIK
Femtosecond laserassisted LASIK
HOA
Higher-order aberration
IOP
Intraocular pressure
LASEK
Laser-assisted subepithelial keratomileusis
LASIK
Laser-assisted in situ keratomileusis
OCT
Optical coherence tomography
PRK
Photorefractive keratectomy
RCST/CT
Residual corneal stromal thickness/corneal thickness
RMS
Root mean square
RK
Radial keratotomy
SA
Spherical aberration
SMILE
Small incision lenticule extraction
tHOA
Total higher-order aberration
TA
Trefoil aberration
UDVA
Uncorrected distance visual acuity

Introduction

Scientific findings have reported a significant increase in the prevalence of myopia worldwide over the past few years [1]. It is estimated that by 2050, more than 4.76 billion people globally will have myopia, and roughly 940 million of them will have myopia of -5.00 diopter (D) or greater [2]. The prevalence of this condition has resulted in significant anguish in patients’ everyday experiences. Therefore, corneal refractive surgery has emerged as an effective solution to this problem [3, 4]. Small incision lenticule extraction (SMILE) is a modern technique for refractive surgery that was first described by Sekundo et al. in 2008 [5]. Following this, many studies have reported an outstanding improvement in visual acuity after SMILE. It offers the advantages of a convenient surgical procedure, stable postoperative recovery, and excellent treatment results. However, a significant proportion of patients still expressed dissatisfaction with their visual quality after undergoing SMILE. The post-SMILE patient group experienced an increasing number of visual problems, which became an important factor in evaluating the effectiveness of modern refractive surgery [6].
The increasing advancement and popularity of visual analysis technologies have highlighted higher-order aberrations (HOA) as the main factor affecting vision quality, particularly night vision symptoms [7]. This pertains to a type of optical distortion that occurs in the third order or above and cannot be corrected by wearing glass. It includes different types of aberration, such as spherical aberration (SA), coma aberration (CA), and trefoil aberration (TA). Studies have suggested that this anomaly may be linked to factors such as age, intraocular pressure (IOP), race, or refractive error [811]. Research on refractive surgery has consistently shown that corneal refractive surgery, including SMILE, can induce HOA. In a study conducted by Sekundo et al., an increase in total HOA (tHOA) was observed after SMILE [12]. However, Kwak et al. noted that SMILE does not have a substantial impact on SA [13]. Therefore, no definitive result has been reached regarding the impact of myopia and astigmatism after SMILE on HOA [1215]. This study aimed to examine the relationship between the severity of myopia/astigmatism and the development of postoperative ocular HOA after SMILE, and to identify potentially relevant factors. Ultimately, the goal was to provide recommendations for reducing the induction of postoperative HOA and enhancing the visual quality after SMILE.

Methods

Subjects

This retrospective study included a cohort of patients who underwent SMILE at Peking Union Medical College Hospital between October 2020 and October 2023. The patients underwent comprehensive preoperative eye examination and were regularly reexamined after surgery. The inclusion criteria for this study were: 1) the ages of these participants ranged from 18 to 40 years old; 2) the preoperative corrected distance visual acuity (CDVA) should be 20/25 or better; 3) subjects with the spherical diopter (DS) of subjective refraction less than -10.00 D and cylindrical diopter (DC) less than -3.00 D, the refractive status has remained stable for the past two years; 4) subjects were not currently using topical punctual ophthalmic medications, have not undergone any ocular surgery in the past, had no history of any other ocular disease, and there were no contraindications to surgery identified during the outpatient evaluation; 5) there were no systemic disease or drug allergy that may adversely affect the eye and vision; 6) range of preoperative IOP measured by non-contact tonometer: 10–21 mmHg; 7) no active inflammation. Next, cases were classified into two different categories based on the severity of myopia and astigmatism, each of which consisted of two groups: Myopia Group 1 (Group M1, spherical diopter ranged from -1.00 D to -4.00 D) and Myopia Group 2 (Group M2, spherical diopter ranged from -4.10 D to -10.00 D); Astigmatism Group 1 (Group A1, cylindrical diopter ranged from 0 D to -1.00 D) and Astigmatism Group 2 (Group A2, cylindrical diopter ranged from -1.10 D to -3.00 D). This study strictly adhered to the principles of the Declaration of Helsinki and was formally approved by the Institutional Review Board of the Peking Union Medical College Hospital. Informed consent was obtained from all participants.

Data collection

All selected patients underwent an exhaustive ophthalmological examination before surgery, including CDVA, evaluation of the dominant eye, automatic refraction, cycloplegic refraction, slit-lamp biomicroscopy, non-contact intraocular tonometry (CT-1P; Topcon, Japan), dilated pupil fundus examination, optic disc stereography (VX-10; Kowa Optimed, Tokyo, Japan), central corneal thickness (CCT) measurement (Orbscan 73 II; Bausch&Lomb Surgical, Rochester, NY, USA), corneal topography (Pentacam HR; Oculus, Wetzlar, Germany), and optical coherence tomography (OCT, Spectralis SD-OCT; Heidelberg Engineering, Inc., Heidelberg, Germany). Each examination was performed by skilled ophthalmic technicians and carefully reviewed and integrated by professional ophthalmologists (Y.F.D. and S.Y.).

Surgical procedure

The surgery was performed using the SMILE 3.0 procedure of the VisuMax femtosecond laser system (Carl Zeiss Meditec AG, Jena, Germany) with a repetition rate of 500 kHz and pulse energy of 110–120 nJ. The corneal cap was set at a thickness of 110–120 μm and diameter of 7.6 mm. The lenticule optical zone was 6.5 mm with 0.1 mm transition zone for astigmatism. The patient's head was adjusted to maintain a horizontal position and to correct the astigmatism axis. The patient's eye was positioned under the cone, and the patient was instructed to fixate on a blinking green light. Once in position, corneal suction ports are activated to fix the eye in this position. In this way, the patient aligns the visual axis and, hence, the corneal vertex to the vertex of the contact glass, which is centered on the laser system. A 3.0 mm incision was made at the 120-degree position from which the lenticule was extracted. The target refraction was the emmetropia. All surgeries were performed by the same experienced surgeon (Y.L.) and then by a specialized ophthalmologist (Y.D.) who collected relevant surgical information on these cases at the end of the procedure. Antimicrobial and anti-inflammatory treatments were routinely administered postoperatively, and examinations during the follow-up period including visual acuity, IOP, corneal topography, CDVA, and slit-lamp biomicroscopy were performed regularly.

Measurement of ocular HOA

HOA and corneal topographic data were obtained using the iTrace wavefront analyzer and corneal topographer, both contained within one apparatus (iTrace, Tracey Technology, Houston, TX, USA). The HOA of all patients in this study was measured 3 months after SMILE. The participants were instructed to perform a blinking action to minimize interference from the tear film before measurement. Subsequently, they were focused and photographed for a period of 3 s, and the mean value was selected from the results of three high-quality experiments. The Schwiegerling formula was used to avoid the influence of different patients and pupil sizes on the measurements [16]. To ensure consistency of results as much as possible, the aberration measurements of all participants were subsequently converted to root mean square (RMS) values of the Zernike coefficient for the same pupil diameter (4 mm) using MATLAB (software version 7.6.0; The Math Works, Inc., Natick, MA) to allow for comparison. Finally, various data related to HOA were collated, including total HOA (tHOA), SA, CA, and TA from the total eye, cornea, and internal, as well as information for the total eye HOA obtained from \({{\text{Z}}}_{3}^{-3}\), \({{\text{Z}}}_{3}^{-1}\), \({{\text{Z}}}_{3}^{1}\), \({{\text{Z}}}_{3}^{3}\), \({{\text{Z}}}_{4}^{-4}\), \({{\text{Z}}}_{4}^{-2}\), \({{\text{Z}}}_{4}^{2}\), and \({{\text{Z}}}_{4}^{4}\).

Statistical analysis

The SPSS statistical package (version 25.0; IBM SPSS Inc., Chicago, Illinois, USA) was used to evaluate the data. Continuous variables are presented as mean ± standard deviation, whereas discontinuous variables are presented as percentages (%). Using the Kolmogorov–Smirnov test, all data conformed to a normal distribution pattern. Differences in HOA among all groups were subsequently compared using independent sample t-tests, and the Bonferroni correction for multiple testing was used to reduce the rate of type I error. Pearson's correlation analysis was used to assess the relationship between myopia/astigmatism (DS and DC of subjective refraction) and individual HOA. Finally, the correlation between tHOA and these parameters was evaluated. Statistical significance was set at P < 0.05.

Results

Clinical characteristics of the subjects

A total of 75 subjects (150 eyes) were enrolled in this study, including 20 men (40 eyes) and 55 women (110 eyes). The mean age of the subjects was 28.79 ± 5.67 years. Both eyes of all patients in this cohort underwent SMILE, and their mean preoperative CCT was 536.34 ± 27.81 mm, mean preoperative IOP was 15.55 ± 2.92 mmHg, mean preoperative DS was -4.59 ± 1.38 D, mean preoperative DC was -0.83 ± 0.66 D, mean preoperative CDVA (logMAR) was -0.04 ± 0.04, mean preoperative Km was 43.60 ± 1.32 D, and the mean preoperative Cyl was 1.26 ± 0.71 D. Table 1 summarizes the main clinical characteristics of the cases included in this study.
Table 1
Clinical characteristics of study participants
Characteristics
Total
Group M1
Group M2
P
Group A1
Group A2
P
Number of eyes (n)
150
65
85
 
103
47
 
Gender (male/female)
20/55
8/25
12/30
0.622
11/40
9/15
0.030
Eye (OD/OS)
75/75
28/37
47/38
0.140
51/52
24/23
0.861
Age (yrs)
28.79 ± 5.67
28.57 ± 4.89
28.95 ± 6.22
0.683
29.33 ± 5.65
27.60 ± 5.59
0.082
Preop CCT (μm)
536.34 ± 27.81
537.54 ± 29.71
535.42 ± 26.40
0.646
532.91 ± 24.96
539.85 ± 32.23
0.062
Preop IOP (mmHg)
15.55 ± 2.92
16.13 ± 2.92
14.94 ± 2.81
0.069
15.32 ± 3.11
16.06 ± 2.41
0.297
Preop sphere (D)
-4.59 ± 1.38
-3.35 ± 0.62
-5.53 ± 0.99
 < 0.001
-4.50 ± 1.24
-4.78 ± 1.64
0.251
Preop cylinder (D)
-0.83 ± 0.66
-0.76 ± 0.60
-0.89 ± 0.71
0.249
-0.47 ± 0.35
-1.62 ± 0.49
 < 0.001
Preop CDVA (logMAR)
-0.04 ± 0.04
-0.04 ± 0.04
-0.03 ± 0.04
0.751
-0.04 ± 0.04
-0.03 ± 0.04
0.194
Preop Km (D)
43.60 ± 1.32
43.58 ± 1.27
43.61 ± 1.37
0.910
43.51 ± 1.23
43.76 ± 1.47
0.371
Preop Cyl (D)
1.26 ± 0.71
1.20 ± 0.68
1.31 ± 0.73
0.429
0.90 ± 0.42
1.92 ± 0.64
 < 0.001
CDVA Corrected distance visual acuity, CCT Central corneal thickness, Cyl Cylindrical Lens, IOP Intraocular pressure, Km Mean keratometry, Preop Preoperative. All values are displayed in the form of mean ± standard deviation. P values < 0.05 at t-test are presented in boldface

Comparison of myopia and astigmatism groupings

In the comparison of myopia groups, Group M1 had a significantly lower (P < 0.05) total eye CA (0.112 ± 0.076 vs. 0.139 ± 0.077), corneal tHOA (0.192 ± 0.082 vs. 0.252 ± 0.135), corneal CA (0.133 ± 0.084 vs. 0.176 ± 0.110), internal tHOA (0.182 ± 0.086 vs. 0.219 ± 0.111), and \({{\text{Z}}}_{3}^{-1}\)(vertical CA, -0.054 ± 0.104 vs. -0.093 ± 0.109) after SMILE than Group M2. Regarding the comparison of astigmatism groups, Group A1 compared with Group A2 had a significantly lower total eye tHOA (0.173 ± 0.073 vs. 0.214 ± 0.087), total eye CA (0.118 ± 0.071 vs. 0.148 ± 0.088), total eye TA (0.076 ± 0.040 vs. 0.104 ± 0.056), corneal tHOA (0.211 ± 0.104 vs. 0.260 ± 0.141), corneal TA (0.089 ± 0.066 vs. 0.133 ± 0.123), and \({{\text{Z}}}_{3}^{-3}\) (vertical TA, 0.015 ± 0.059 vs. 0.046 ± 0.085) after SMILE. Comparisons of the specific myopia and astigmatism groups are shown in Table 2 and Fig. 1.
Table 2
Comparison of HOA under different myopia and astigmatism groups
Parameters
Group M1
Group M2
t
P
Group A1
Group A2
t
P
Total eye HOA RMS
 tHOA
0.176 ± 0.082
0.193 ± 0.772
-1.357
0.177
0.173 ± 0.073
0.214 ± 0.087
-3.004
0.003
 SA
0.024 ± 0.060
0.022 ± 0.053
0.266
0.791
0.025 ± 0.056
0.019 ± 0.056
0.650
0.517
 CA
0.112 ± 0.076
0.139 ± 0.077
-2.061
0.041
0.118 ± 0.071
0.148 ± 0.088
-2.243
0.026
 TA
0.086 ± 0.043
0.083 ± 0.050
0.392
0.695
0.076 ± 0.040
0.104 ± 0.056
-3.490
0.001
Cornea HOA RMS
 tHOA
0.192 ± 0.082
0.252 ± 0.135
-3.178
0.002
0.211 ± 0.104
0.260 ± 0.141
-2.388
0.018
 SA
0.033 ± 0.058
0.013 ± 0.075
1.798
0.074
0.019 ± 0.072
0.027 ± 0.060
-0.642
0.522
 CA
0.133 ± 0.084
0.176 ± 0.110
-2.609
0.010
0.151 ± 0.100
0.170 ± 0.105
-1.090
0.277
 TA
0.087 ± 0.054
0.114 ± 0.109
-1.837
0.068
0.089 ± 0.066
0.133 ± 0.123
-2.825
0.005
Internal HOA RMS
 tHOA
0.182 ± 0.086
0.219 ± 0.111
-2.200
0.029
0.194 ± 0.098
0.223 ± 0.108
-1.630
0.105
 SA
-0.009 ± 0.076
0.009 ± 0.084
-1.337
0.183
0.006 ± 0.081
-0.008 ± 0.079
1.008
0.315
 CA
0.104 ± 0.080
0.122 ± 0.088
-1.298
0.196
0.109 ± 0.089
0.126 ± 0.075
-1.122
0.264
 TA
0.087 ± 0.045
0.103 ± 0.084
-1.340
0.182
0.093 ± 0.057
0.102 ± 0.093
-0.667
0.505
Other total eye HOA RMS
\({{\text{Z}}}_{3}^{-3}\)
0.023 ± 0.070
0.026 ± 0.070
-0.286
0.776
0.015 ± 0.059
0.046 ± 0.085
-2.601
0.010
\({{\text{Z}}}_{3}^{-1}\)
-0.054 ± 0.104
-0.093 ± 0.109
2.227
0.027
-0.073 ± 0.098
-0.082 ± 0.129
0.503
0.616
\({{\text{Z}}}_{3}^{1}\)
-0.006 ± 0.070
-0.004 ± 0.070
-0.140
0.889
-0.006 ± 0.064
-0.002 ± 0.082
-0.306
0.760
\({{\text{Z}}}_{3}^{3}\)
-0.002 ± 0.063
0.011 ± 0.062
-1.323
0.188
0.000 ± 0.061
0.017 ± 0.066
-1.584
0.115
\({{\text{Z}}}_{4}^{-4}\)
0.003 ± 0.028
0.000 ± 0.027
0.264
0.792
0.002 ± 0.024
-0.000 ± 0.034
0.420
0.675
\({{\text{Z}}}_{4}^{-2}\)
0.000 ± 0.019
0.005 ± 0.021
-1.441
0.152
0.002 ± 0.020
0.005 ± 0.023
-0.744
0.458
\({{\text{Z}}}_{4}^{2}\)
0.003 ± 0.035
0.009 ± 0.031
-0.952
0.343
0.009 ± 0.033
0.001 ± 0.033
1.335
0.184
\({{\text{Z}}}_{4}^{4}\)
0.018 ± 0.026
0.019 ± 0.026
-0.210
0.834
0.021 ± 0.024
0.014 ± 0.029
1.558
0.121
CA Coma aberration, HOA High order aberration, RMS Root mean square, SA Spherical aberration, TA Trefoil aberration, tHOA Total high order aberration; \({{\text{Z}}}_{3}^{-3}\) = vertical trifoil aberration; \({{\text{Z}}}_{3}^{-1}\) = vertical coma aberration; \({{\text{Z}}}_{3}^{1}\) = horizontal coma aberration; \({{\text{Z}}}_{3}^{3}\) = oblique trifoil aberration; \({{\text{Z}}}_{4}^{-4}\) = oblique quadrafoil aberration; \({{\text{Z}}}_{4}^{-2}\) = oblique secondary astigmatism; \({{\text{Z}}}_{4}^{2}\) = vertical secondary astigmatism; \({{\text{Z}}}_{4}^{4}\) = vertical quadrafoil aberration. All values are displayed in the form of mean ± standard deviation. P values < 0.05 at t-test are presented in boldface

Relationship between the degree of myopia/Astigmatism and HOA

Pearson’s correlation analysis showed that there was a significant positive correlation between the magnitude of myopia and total eye tHOA (r = -0.276, P = 0.001), total eye CA (r = -0.297, P < 0.001), corneal tHOA (r = -0.344, P < 0.001), corneal CA (r = -0.296, P < 0.001), corneal TA (r = -0.221, P = 0.007), internal tHOA (r = -0.201, P = 0.014), and \({{\text{Z}}}_{3}^{-3}\) (vertical TA, r = -0.238, P = 0.003) after SMILE, whereas a significant negative correlation was found between the magnitude of myopia and postoperative \({{\text{Z}}}_{3}^{-1}\)(vertical CA, r = 0.291, P < 0.001). The magnitude of astigmatism was significantly positively correlated with total eye tHOA (r = -0.264, P = 0.001), total eye TA (r = -0.397, P < 0.001), corneal tHOA (r = -0.254, P = 0.002), corneal TA (r = -0.320, P < 0.001), internal tHOA (r = -0.237, P = 0.004), and \({{\text{Z}}}_{3}^{-3}\) (vertical TA, r = -0.198, P = 0.015) after SMILE. The specific correlations between myopia/astigmatism and HOA are shown in Table 3 and Fig. 2.
Table 3
Analysis of the relationship between myopia, astigmatism and HOA
Parameters
Myopia
Astigmatism
r
P
r
P
Total eye HOA RMS
 tHOA
-0.276
0.001
-0.264
0.001
 SA
-0.062
0.453
-0.004
0.959
 CA
-0.297
 < 0.001
-0.151
0.065
 TA
-0.142
0.084
-0.397
 < 0.001
Cornea HOA RMS
 tHOA
-0.344
 < 0.001
-0.254
0.002
 SA
0.136
0.098
0.028
0.735
 CA
-0.296
 < 0.001
-0.072
0.381
 TA
-0.221
0.007
-0.320
 < 0.001
Internal HOA RMS
 tHOA
-0.201
0.014
-0.237
0.004
 SA
-0.158
0.053
-0.021
0.801
 CA
-0.150
0.068
-0.144
0.080
 TA
-0.135
0.101
-0.102
0.214
Other total eye HOA RMS
\({{\text{Z}}}_{3}^{-3}\)
-0.238
0.003
-0.198
0.015
\({{\text{Z}}}_{3}^{-1}\)
0.291
 < 0.001
-0.029
0.724
\({{\text{Z}}}_{3}^{1}\)
-0.034
0.677
0.002
0.978
\({{\text{Z}}}_{3}^{3}\)
-0.063
0.445
-0.105
0.202
\({{\text{Z}}}_{4}^{-4}\)
-0.035
0.668
0.051
0.538
\({{\text{Z}}}_{4}^{-2}\)
-0.035
0.670
-0.039
0.638
\({{\text{Z}}}_{4}^{2}\)
-0.023
0.776
0.133
0.104
\({{\text{Z}}}_{4}^{4}\)
0.035
0.673
0.123
0.133
CA Coma aberration, HOA High order aberration, RMS Root mean square, SA Spherical aberration, TA Trefoil aberration, tHOA Total high order aberration; \({{\text{Z}}}_{3}^{-3}\) = vertical trifoil aberration; \({{\text{Z}}}_{3}^{-1}\) = vertical coma aberration; \({{\text{Z}}}_{3}^{1}\) = horizontal coma aberration; \({{\text{Z}}}_{3}^{3}\) = oblique trifoil aberration; \({{\text{Z}}}_{4}^{-4}\) = oblique quadrafoil aberration; \({{\text{Z}}}_{4}^{-2}\) = oblique secondary astigmatism; \({{\text{Z}}}_{4}^{2}\) = vertical secondary astigmatism; \({{\text{Z}}}_{4}^{4}\) = vertical quadrafoil aberration. All values are displayed in the form of mean ± standard deviation. P values < 0.05 at Pearson analysis are presented in boldface

Correlations between myopia/astigmatism and HOA in different subgroups

The degree of myopia in Group M1 only had a significant positive correlation with \({{\text{Z}}}_{3}^{-3}\) (vertical TA, r = -0.262, P = 0.035), whereas the degree of myopia in Group M2 had a significant positive correlation with the total eye tHOA (r = -0.404, P < 0.001), total eye CA (r = -0.366, P = 0.001), total eye TA (r = -0.354, P = 0.001), corneal tHOA (r = -0.320, P = 0.003), corneal CA (r = -0.288, P = 0.008), corneal TA (r = -0.248, P = 0.022), and \({{\text{Z}}}_{3}^{-3}\) (vertical TA, r = -0.415, P < 0.001), and a significant negative correlation with \({{\text{Z}}}_{3}^{-1}\)(vertical CA, r = 0.301, P = 0.005). In Group A1, the degree of astigmatism was significantly positively correlated only with the total eye TA (r = -0.297, P = 0.002), whereas in Group A2, the degree of astigmatism was significantly positively correlated with the total eye TA (r = -0.317, P = 0.030), corneal tHOA (r = -0.436, P = 0.002), corneal TA (r = -0.415, P = 0.004), internal tHOA (r = -0.414, P = 0.004), and internal TA (r = -0.353, P = 0.015). Specific correlations between the severity of myopia/astigmatism and HOA in the different subgroups are presented in Table 4 and Fig. 3.
Table 4
Analysis of the relationship between myopia/astigmatism and HOA under different groups
Parameters
Group M1
Group M2
Group A1
Group A2
r
P
r
P
r
P
r
P
Total eye HOA RMS
 tHOA
-0.148
0.240
-0.404
 < 0.001
-0.192
0.052
-0.032
0.829
 SA
-0.170
0.177
-0.114
0.299
-0.039
0.699
-0.109
0.465
 CA
-0.093
0.459
-0.366
0.001
-0.096
0.336
0.101
0.499
 TA
-0.079
0.530
-0.354
0.001
-0.297
0.002
-0.317
0.030
Cornea HOA RMS
 tHOA
0.020
0.875
-0.320
0.003
0.059
0.553
-0.436
0.002
 SA
-0.049
0.701
0.064
0.562
0.074
0.459
0.214
0.148
 CA
-0.027
0.830
-0.288
0.008
0.085
0.395
-0.128
0.390
 TA
0.154
0.222
-0.248
0.022
-0.035
0.727
-0.415
0.004
Internal HOA RMS
 tHOA
-0.092
0.464
-0.104
0.344
-0.088
0.379
-0.414
0.004
 SA
-0.099
0.435
-0.129
0.238
-0.093
0.351
-0.241
0.103
 CA
-0.093
0.463
-0.117
0.288
-0.109
0.273
-0.144
0.334
 TA
0.040
0.752
-0.109
0.319
0.167
0.091
-0.353
0.015
Other total eye HOA RMS
\({{\text{Z}}}_{3}^{-3}\)
-0.262
0.035
-0.415
 < 0.001
0.007
0.942
-0.117
0.435
\({{\text{Z}}}_{3}^{-1}\)
0.140
0.266
0.301
0.005
-0.081
0.414
-0.134
0.371
\({{\text{Z}}}_{3}^{1}\)
-0.084
0.507
-0.022
0.842
0.013
0.900
0.069
0.643
\({{\text{Z}}}_{3}^{3}\)
0.064
0.615
0.025
0.821
0.012
0.903
-0.021
0.889
\({{\text{Z}}}_{4}^{-4}\)
-0.039
0.755
-0.112
0.306
-0.063
0.526
0.152
0.309
\({{\text{Z}}}_{4}^{-2}\)
0.197
0.116
0.052
0.638
0.055
0.584
-0.032
0.831
\({{\text{Z}}}_{4}^{2}\)
-0.027
0.831
0.115
0.296
0.038
0.703
0.141
0.343
\({{\text{Z}}}_{4}^{4}\)
0.071
0.572
0.084
0.442
0.022
0.823
0.055
0.716
CA Coma aberration, HOA High order aberration, RMS Root mean square, SA Spherical aberration, TA Trefoil aberration, tHOA Total high order aberration; \({{\text{Z}}}_{3}^{-3}\) = vertical trifoil aberration; \({{\text{Z}}}_{3}^{-1}\) = vertical coma aberration; \({{\text{Z}}}_{3}^{1}\) = horizontal coma aberration; \({{\text{Z}}}_{3}^{3}\) = oblique trifoil aberration; \({{\text{Z}}}_{4}^{-4}\) = oblique quadrafoil aberration; \({{\text{Z}}}_{4}^{-2}\) = oblique secondary astigmatism; \({{\text{Z}}}_{4}^{2}\) = vertical secondary astigmatism; \({{\text{Z}}}_{4}^{4}\) = vertical quadrafoil aberration. All values are displayed in the form of mean ± standard deviation. P values < 0.05 at Pearson analysis are presented in boldface

Relationship of other factors to HOA

Significant positive correlations were found between corneal lenticule thickness and HOA including total eye tHOA (r = 0.342, P < 0.001), total eye CA (r = 0.314, P < 0.001), total eye TA (r = 0.283, P < 0.001), corneal tHOA (r = 0.396, P < 0.001), corneal CA (r = 0.281, P = 0.001), corneal TA (r = 0.318, P < 0.001), internal tHOA (r = 0.268, P = 0.001), internal CA (r = 0.186, P = 0.023), and \({{\text{Z}}}_{3}^{-3}\) (vertical TA, r = 0.283, P < 0.001). Additionally, there was a negative correlation between corneal lenticule thickness and \({{\text{Z}}}_{3}^{-1}\)(vertical CA: r = -0.235, P = 0.004). Postoperative CCT was significantly negatively correlated with total eye tHOA (r = -0.171, P = 0.036), total eye CA (r = -0.162, P = 0.047), and total eye TA (r = -0.169, P = 0.039) and significantly positively correlated with \({{\text{Z}}}_{3}^{-1}\)(vertical CA, r = 0.200, P = 0.014). There was a significant positive correlation between postoperative uncorrected distance visual acuity (UDVA) and total eye tHOA (r = 0.223, P = 0.006), total eye CA (r = 0.163, P = 0.046), and internal SA (r = 0.210, P = 0.010) and a significant negative correlation with corneal SA (r = -0.167, P = 0.041). Postoperative corneal Km and Cyl values were also correlated with most HOA (P < 0.05). However, other parameters, such as age, eyes, and postoperative IOP, were only correlated with specific HOA, and the correlations between specific factors and HOA are shown in Table 5 and Fig. 4.
Table 5
Analysis of the relationship between other factors and HOA
Parameters
Age
Eyes
Lenticule thickness
Postop CCT
Postop IOP
Postop sphere
Postop cylinder
Postop UDVA
Postop Km
Postop Cyl
r
P
r
P
r
P
r
P
r
P
r
P
r
P
r
P
r
P
r
P
Total eye HOA RMS
 tHOA
-0.141
0.084
-0.081
0.324
0.342
 < 0.001
-0.171
0.036
-0.013
0.877
-0.113
0.170
0.046
0.580
0.223
0.006
-0.066
0.528
0.375
 < 0.001
 SA
-0.007
0.928
-0.079
0.334
0.051
0.538
0.041
0.621
-0.047
0.565
0.052
0.529
0.052
0.528
0.104
0.207
-0.088
0.401
-0.027
0.793
 CA
-0.120
0.145
-0.080
0.331
0.314
 < 0.001
-0.162
0.047
-0.040
0.629
-0.119
0.148
0.024
0.767
0.163
0.046
-0.126
0.228
0.343
0.001
 TA
-0.091
0.266
-0.001
0.994
0.283
 < 0.001
-0.169
0.039
0.138
0.093
-0.016
0.843
-0.026
0.753
0.144
0.078
0.198
0.056
0.178
0.085
Cornea HOA RMS
 tHOA
-0.182
0.026
-0.008
0.925
0.396
 < 0.001
-0.118
0.150
-0.013
0.873
0.023
0.783
-0.002
0.984
0.069
0.401
-0.425
 < 0.001
0.233
0.024
 SA
-0.179
0.028
0.071
0.391
-0.127
0.123
0.101
0.219
-0.009
0.913
0.086
0.296
0.119
0.148
-0.167
0.041
0.182
0.079
-0.016
0.881
 CA
-0.082
0.321
-0.005
0.949
0.281
0.001
-0.084
0.308
-0.026
0.751
-0.026
0.752
-0.046
0.575
0.044
0.595
-0.458
 < 0.001
0.260
0.011
 TA
-0.146
0.074
0.008
0.927
0.318
 < 0.001
-0.089
0.281
0.041
0.618
0.101
0.219
-0.010
0.906
0.018
0.829
-0.100
0.336
-0.002
0.983
Internal HOA RMS
 tHOA
-0.121
0.139
-0.008
0.927
0.268
0.001
-0.088
0.287
-0.012
0.883
0.004
0.960
0.056
0.492
0.130
0.114
-0.317
0.002
0.136
0.192
 SA
0.148
0.071
-0.114
0.165
0.143
0.081
-0.058
0.481
-0.026
0.754
-0.038
0.648
-0.072
0.384
0.210
0.010
-0.221
0.032
-0.007
0.950
 CA
-0.099
0.227
0.047
0.570
0.186
0.023
-0.032
0.702
0.004
0.961
0.054
0.514
0.038
0.644
0.051
0.537
-0.387
 < 0.001
0.097
0.355
 TA
-0.101
0.220
0.078
0.345
0.156
0.057
-0.073
0.373
0.017
0.833
0.033
0.692
-0.019
0.820
0.070
0.395
-0.032
0.759
0.023
0.825
Other total eye HOA RMS
\({{\text{Z}}}_{3}^{-3}\)
-0.092
0.262
-0.082
0.319
0.283
 < 0.001
-0.039
0.638
0.050
0.543
-0.066
0.419
0.070
0.392
0.065
0.431
0.165
0.112
0.367
 < 0.001
\({{\text{Z}}}_{3}^{-1}\)
0.049
0.553
0.153
0.062
-0.235
0.004
0.200
0.014
0.034
0.684
0.103
0.211
0.062
0.453
-0.093
0.256
0.036
0.729
-0.321
0.002
\({{\text{Z}}}_{3}^{1}\)
-0.105
0.199
0.038
0.645
0.028
0.732
0.041
0.620
-0.006
0.945
0.002
0.979
0.232
0.004
-0.033
0.685
0.011
0.916
0.129
0.216
\({{\text{Z}}}_{3}^{3}\)
-0.031
0.709
-0.432
 < 0.001
0.096
0.241
-0.070
0.394
0.043
0.605
-0.022
0.791
-0.159
0.051
0.016
0.849
0.000
0.998
0.109
0.297
\({{\text{Z}}}_{4}^{-4}\)
0.082
0.320
-0.454
 < 0.001
0.009
0.911
-0.058
0.478
-0.043
0.600
-0.021
0.802
-0.137
0.095
-0.040
0.624
0.047
0.650
-0.019
0.856
\({{\text{Z}}}_{4}^{-2}\)
0.046
0.578
-0.081
0.326
0.046
0.579
-0.044
0.592
0.185
0.024
-0.187
0.022
0.008
0.923
0.155
0.059
0.032
0.762
-0.211
0.041
\({{\text{Z}}}_{4}^{2}\)
0.147
0.073
-0.082
0.317
-0.035
0.673
-0.111
0.176
-0.133
0.105
-0.133
0.104
0.160
0.051
0.095
0.247
0.136
0.190
0.020
0.849
\({{\text{Z}}}_{4}^{4}\)
0.015
0.853
0.025
0.765
-0.080
0.331
0.071
0.388
0.027
0.740
0.060
0.469
-0.082
0.320
-0.075
0.364
-0.249
0.016
-0.300
0.003
CA Coma aberration, CCT Central corneal thickness, Cyl Cylindrical Lens, HOA High order aberration, IOP Intraocular pressure, Km Mean keratometry, Postop Postoperative, RMS Root mean square, SA Spherical aberration, TA Trefoil aberration, tHOA Total high order aberration, UDVA Uncorrected distance visual acuity. UDVA was statistically analyzed in the form of LogMAR; \({{\text{Z}}}_{3}^{-3}\) = vertical trifoil aberration; \({{\text{Z}}}_{3}^{-1}\) = vertical coma aberration; \({{\text{Z}}}_{3}^{1}\) = horizontal coma aberration; \({{\text{Z}}}_{3}^{3}\) = oblique trifoil aberration; \({{\text{Z}}}_{4}^{-4}\) = oblique quadrafoil aberration \({{\text{Z}}}_{4}^{-2}\) = oblique secondary astigmatism; \({{\text{Z}}}_{4}^{2}\) = vertical secondary astigmatism; \({{\text{Z}}}_{4}^{4}\) = vertical quadrafoil aberration. All values are displayed in the form of mean ± standard deviation. P values < 0.05 at Pearson analysis are presented in boldface

Discussion

Most studies have shown a direct relationship between the degree of myopia and induction of HOA caused by SMILE [1720]. Higher levels of myopia result in thicker lenticules being cut, reducing corneal thickness and stability, causing excessive corneal deformation and increasing HOA. At the same time, the greater the degree of ablation, the greater the refractive difference between the unablated and ablated areas, which also causes HOA induction [18]. Similar findings were observed in this study, but there were still some differences compared to other studies regarding different types of HOA induction. For example, Li et al. [21] observed that in high myopia, both SA and CA induction increased with myopia severity, although SA induction varied differently from the preoperative myopic and CA curves. They believed that the higher the degree of myopia, the thicker the lenticule that needs to be removed, which may cause significant changes in corneal anterior asphericity. Subsequently, Kwon et al. [22] proposed a prediction that corneal flattening may produce a large amount of ocular SA; however, it should be noted that there is a nonlinear relationship between SA induction and myopia, which may be related to differences in biomechanical properties at different depths of the cornea. Jin et al. [23] observed that SA increases in the anterior corneal surface and whole cornea after SMILE. Moreover, SA induction in the high myopia group was significantly higher than that in the mild to moderate myopia group, while the increase in vertical CA also significantly exceeded that in the mild to moderate myopia group, which was consistent with the findings of Chen and Wu et al.[17, 18], and the pattern of change between vertical CA and myopia was consistent with the findings of this study. However, this study did not observe an increase in the postoperative SA with increasing degrees of myopia. The results could be affected by the selection of smaller pupil diameters or the lack of comparison of differences in HOA before and after surgery; therefore, the results may be influenced by the impact of myopia on HOA (some studies have shown that HOA is higher in myopic eyes than in other refractive states [24, 25]). It can be speculated that myopia severity likely influences the level of HOA after surgery. The increase in HOA was associated with the deterioration of corneal biomechanical stability and flatness, whereas the increase in CA may be due to the increase in ablation eccentricity caused by the increase in myopia.(Studies on HOA after SMILE are summarized in Supplementary Table 1).
Some researchers have studied the relationship between the degree of astigmatism and induction of HOA, but no consensus [2628]. Zhong et al. [15] observed that there was no significant difference in the induction of tHOA, SA, or CA between high and low astigmatism groups, which is consistent with the findings of Liu et al. [29] and Jun et al. [27] However, Huang et al. [28] confirmed that in eyes with large ablation eccentricity, the values of induced CA and SA were higher in the high astigmatism group than in the low astigmatism group, which was similar to the results of this study. Huang et al. further pointed out that for patients with high astigmatism, when the eccentricity of fixation exceeds 0.20 mm, the sensitivity between the significant induction of CA and the eccentric distance after SMILE increased significantly [28]. Subsequently, Lee et al. [30] observed that in cases where the eccentric distance of fixation exceeded 0.335 mm, aberrations exhibited similar significant differences. Therefore, if the ablation eccentricity exceeds a reasonable range, there will be a significant correlation between eccentricity and induced aberrations. However, other studies have reached conclusions inconsistent with the views of this study. Ding et al. [31] confirmed that regardless of the astigmatism intensity, there was no direct relationship between induced aberrations and optical zone eccentricity. Liu et al. [32] found that SA induction in the high astigmatism group was smaller than that in the non-astigmatism group, which they speculated was related to its larger functional optical zone (FOZ). The size of the FOZ may affect the effect of fixation eccentricity on induced CA, as the shape of the FOZ in high astigmatism is elliptical and has a different axis [30]. It can be understood that a higher astigmatism correction results in a larger FOZ, and the increased FOZ reduces the induction of SA and mitigates the induction of CA by eccentricity. The presence of eccentricity and counteracting effects brought about by the optical zone ultimately merge to form the degree of induction of HOA; thus, the degree of astigmatism was not significantly correlated with the induction of SA and CA. Although this study still found a link between postoperative tHOA, TA, and the degree of astigmatism, this may be due to postoperative corneal irregularities or TA inherent in astigmatism [33]. The lack of a link between postoperative SA and CA, and the degree of astigmatism in this study may be explained by the FOZ theory described above.
Total eye and corneal HOA showed more consistent behavior in most analyses, although internal HOA did not exhibit a significant association with parameters, such as myopia and astigmatism, in the majority of cases. This implies that the internal HOA is relatively stable, which may be another HOA compensation mechanism besides the posterior surface of the cornea [34]. Meanwhile, the analysis of internal HOA in this study was more consistent with the analysis of the posterior corneal surface in the study by Jin et al. [20]. They found that the HOA of the posterior corneal surface did not change with the degree of myopia and that it was stable in compensating for HOA before and after SMILE.
Further subgroup analysis revealed that there was almost no significant correlation between postoperative HOA (only vertical TA) and low myopia, but the opposite was true when moderate to high myopia was corrected. This seems to reflect that myopia is more likely to cause higher postoperative HOA when corrected to a higher degree. However, correction for low myopia is relatively safe. As shown in Fig. 3, the degree of myopia correction and the increase in postoperative HOA occured at a certain “node”, which may be due to the difficulty of compensating for internal HOA caused by higher degrees of myopia correction, or it may be related to corneal biomechanical stability: when correction leads to a thin residual corneal stroma bed thickness, reaching a critical value, it may be difficult to withstand IOP, which may be reflected preferentially in HOA [35]. Astigmatism was significantly associated with postoperative tHOA in both moderate/high and low astigmatism, although the former was associated with more types of HOA in addition to tHOA. The mechanism for this difference is different from myopia, and the increase in postoperative HOA may be related to a significant decrease in cutting eccentricity and corneal unevenness due to the correction of a higher degree of astigmatism. However, the highest degree of astigmatism also differed more from the degree of myopia in this study (the highest astigmatism degree was only -3D). Figure 3 shows that the fitting curve between the degree of astigmatism and postoperative tHOA has an approximately linear relationship. This may imply that there are differences in the mechanisms by which astigmatism affects SMILE, as opposed to myopia. However, correcting higher degrees of astigmatism does indeed lead to more HOA, which suggests that correcting higher degrees of astigmatism is less safe than correcting lower astigmatism.
Postoperative corneal lenticule thickness, postoperative UDVA, postoperative Cyl, postoperative Km, and postoperative CCT were all variables that have been shown to correlate with postoperative HOA. Results from the studies by Feng et al. [36] and Hu et al. [37] indicated a strong relationship between postoperative CCT and HOA after laser-assisted in situ keratomileusis (LASIK). They speculated that this could be related to worse corneal biomechanical properties after surgery, but they also believed that HOA induced by preoperative CCT could affect postoperative HOA. As some researchers have argued otherwise, more studies were needed to determine whether CCT and HOA are correlated [38, 39]. Decreased visual quality was generally associated with increased HOA, as Miller et al. [40] found that decreased BCVA was associated with higher levels of SA, but not CA. Namba et al. [41] reported an association between increased HOA and deterioration in visual function, which was similar to the results of this study. The increases in tHOA, CA, and SA should all decrease visual acuity, although the association between postoperative SA and HOA may not have been evident in this study because of pupillary factors. Other parameters, such as lenticule thickness and postoperative Km and Cyl, were determined based on the degree of myopia and astigmatism. In addition, this study did not find many associations between postoperative HOA and age, postoperative IOP, eyes, postoperative DS, or DC. Although some scholars have proposed an association between age, IOP, and gender with HOA [37, 42, 43], further research is needed to investigate its impact on introducing HOA after SMILE.
This study was the first to examine the changes in HOA after SMILE for myopia and astigmatism as well as to examine the factors associated with postoperative HOA. However, this study has some limitations. First, this study examined the pupil diameter (4 mm) under normal light conditions. Since a larger pupil diameter is believed to be associated with a higher HOA, future studies can broaden the investigation of pupil size to investigate the variations in HOA under dark conditions. Second, for bilaterally treated patients, there may be a correlation between the two eyes of one patient, which is a common mistake in ophthalmology research because the overall variance of a sample of measurements from both eyes is likely to be underestimated, increasing the risk of a type 1 error [44]. Finally, since this study focused on the association between postoperative factors and HOA, factors such as the focusing method and astigmatism axis adjustment that would significantly affect postoperative HOA were not explored [45, 46].

Conclusion

This study showed that an increase in the degree of myopia and astigmatism was associated with a higher degree of postoperative HOA after SMILE; however, the increase in HOA was not linearly correlated with the increase in myopia. Although there was a critical value, the degree of astigmatism showed a similar linear correlation. This finding suggested that SMILE can maintain excellent postoperative visual experience, at least in the case of mild myopia. The level of HOA after SMILE was associated with many factors; however, its specific clinical significance requires further specialized research. Therefore, postoperative HOA was affected by multiple factors, and more research on HOA induction and its causes in the future will be able to further explore the relevant findings of this study.

Acknowledgements

Not applicable.

Declarations

This study followed the tenets of the Declaration of Helsinki and was approved by the ethics committee of the Peking Union Medical College Hospital, Peking Union Medical College. Informed written consent was obtained from all subjects.
Not applicable.

Competing interests

The authors declare that they have no competing interests.
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Supplementary Information

Literatur
1.
Zurück zum Zitat Modjtahedi BS, Ferris FL 3rd, Hunter DG, Fong DS. Public Health Burden and Potential Interventions for Myopia. Ophthalmology. 2018;125(5):628–30.PubMedCrossRef Modjtahedi BS, Ferris FL 3rd, Hunter DG, Fong DS. Public Health Burden and Potential Interventions for Myopia. Ophthalmology. 2018;125(5):628–30.PubMedCrossRef
2.
Zurück zum Zitat Holden BA, Fricke TR, Wilson DA, Jong M, Naidoo KS, Sankaridurg P, Wong TY, Naduvilath TJ, Resnikoff S. Global Prevalence of Myopia and High Myopia and Temporal Trends from 2000 through 2050. Ophthalmology. 2016;123(5):1036–42.PubMedCrossRef Holden BA, Fricke TR, Wilson DA, Jong M, Naidoo KS, Sankaridurg P, Wong TY, Naduvilath TJ, Resnikoff S. Global Prevalence of Myopia and High Myopia and Temporal Trends from 2000 through 2050. Ophthalmology. 2016;123(5):1036–42.PubMedCrossRef
3.
Zurück zum Zitat McAlinden C. Corneal refractive surgery: past to present. Clin Exp Optom. 2012;95(4):386–98.PubMedCrossRef McAlinden C. Corneal refractive surgery: past to present. Clin Exp Optom. 2012;95(4):386–98.PubMedCrossRef
4.
Zurück zum Zitat Ang M, Gatinel D, Reinstein DZ, Mertens E, Alió Del Barrio JL, Alió JL. Refractive surgery beyond 2020. Eye (Lond). 2021;35(2):362–82.PubMedCrossRef Ang M, Gatinel D, Reinstein DZ, Mertens E, Alió Del Barrio JL, Alió JL. Refractive surgery beyond 2020. Eye (Lond). 2021;35(2):362–82.PubMedCrossRef
5.
Zurück zum Zitat Sekundo W, Kunert KS, Blum M. Small incision corneal refractive surgery using the small incision lenticule extraction (SMILE) procedure for the correction of myopia and myopic astigmatism: results of a 6 month prospective study. Br J Ophthalmol. 2011;95(3):335–9.PubMedCrossRef Sekundo W, Kunert KS, Blum M. Small incision corneal refractive surgery using the small incision lenticule extraction (SMILE) procedure for the correction of myopia and myopic astigmatism: results of a 6 month prospective study. Br J Ophthalmol. 2011;95(3):335–9.PubMedCrossRef
6.
Zurück zum Zitat Wen D, McAlinden C, Flitcroft I, Tu R, Wang Q, Alió J, Marshall J, Huang Y, Song B, Hu L, et al. Postoperative Efficacy, Predictability, Safety, and Visual Quality of Laser Corneal Refractive Surgery: A Network Meta-analysis. Am J Ophthalmol. 2017;178:65–78.PubMedCrossRef Wen D, McAlinden C, Flitcroft I, Tu R, Wang Q, Alió J, Marshall J, Huang Y, Song B, Hu L, et al. Postoperative Efficacy, Predictability, Safety, and Visual Quality of Laser Corneal Refractive Surgery: A Network Meta-analysis. Am J Ophthalmol. 2017;178:65–78.PubMedCrossRef
7.
Zurück zum Zitat Rauscher FG, Hiemisch A, Kiess W, Blendowske R. Monochromatic ocular high-order aberrations in children and adolescents. Ophthalmic Physiol Opt. 2023;43(4):842–59.PubMedCrossRef Rauscher FG, Hiemisch A, Kiess W, Blendowske R. Monochromatic ocular high-order aberrations in children and adolescents. Ophthalmic Physiol Opt. 2023;43(4):842–59.PubMedCrossRef
8.
Zurück zum Zitat Artal P, Berrio E, Guirao A, Piers P. Contribution of the cornea and internal surfaces to the change of ocular aberrations with age. J Opt Soc Am A Opt Image Sci Vis. 2002;19(1):137–43.PubMedCrossRef Artal P, Berrio E, Guirao A, Piers P. Contribution of the cornea and internal surfaces to the change of ocular aberrations with age. J Opt Soc Am A Opt Image Sci Vis. 2002;19(1):137–43.PubMedCrossRef
9.
Zurück zum Zitat Qu J, Lu F, Wu J, Wang Q, Xu C, Zhou X, He JC. Wavefront aberration and its association with intraocular pressure and central corneal thickness in myopic eyes. J Cataract Refract Surg. 2007;33(8):1447–54.PubMedCrossRef Qu J, Lu F, Wu J, Wang Q, Xu C, Zhou X, He JC. Wavefront aberration and its association with intraocular pressure and central corneal thickness in myopic eyes. J Cataract Refract Surg. 2007;33(8):1447–54.PubMedCrossRef
10.
Zurück zum Zitat Carkeet A, Luo HD, Tong L, Saw SM, Tan DT. Refractive error and monochromatic aberrations in Singaporean children. Vision Res. 2002;42(14):1809–24.PubMedCrossRef Carkeet A, Luo HD, Tong L, Saw SM, Tan DT. Refractive error and monochromatic aberrations in Singaporean children. Vision Res. 2002;42(14):1809–24.PubMedCrossRef
11.
Zurück zum Zitat Chan TCY, Wong ES, Chan JCK, Wang Y, Yu M, Maeda N, Jhanji V. Corneal backward scattering and higher-order aberrations in children with vernal keratoconjunctivitis and normal topography. Acta Ophthalmol. 2018;96(3):e327–33.PubMedCrossRef Chan TCY, Wong ES, Chan JCK, Wang Y, Yu M, Maeda N, Jhanji V. Corneal backward scattering and higher-order aberrations in children with vernal keratoconjunctivitis and normal topography. Acta Ophthalmol. 2018;96(3):e327–33.PubMedCrossRef
12.
Zurück zum Zitat Sekundo W, Gertnere J, Bertelmann T, Solomatin I. One-year refractive results, contrast sensitivity, high-order aberrations and complications after myopic small-incision lenticule extraction (ReLEx SMILE). Graefes Arch Clin Exp Ophthalmol. 2014;252(5):837–43.PubMedCrossRef Sekundo W, Gertnere J, Bertelmann T, Solomatin I. One-year refractive results, contrast sensitivity, high-order aberrations and complications after myopic small-incision lenticule extraction (ReLEx SMILE). Graefes Arch Clin Exp Ophthalmol. 2014;252(5):837–43.PubMedCrossRef
13.
Zurück zum Zitat Kwak JJ, Jun I, Kim EK, Seo KY, Kim TI. Clinical outcomes of small incision lenticule extraction in myopia: study of vector parameters and corneal aberrations. Korean J Ophthalmol. 2020;34(1):76–84.PubMedPubMedCentralCrossRef Kwak JJ, Jun I, Kim EK, Seo KY, Kim TI. Clinical outcomes of small incision lenticule extraction in myopia: study of vector parameters and corneal aberrations. Korean J Ophthalmol. 2020;34(1):76–84.PubMedPubMedCentralCrossRef
14.
Zurück zum Zitat Miao H, Tian M, Xu Y, Chen Y, Zhou X. Visual Outcomes and optical quality after femtosecond laser small incision lenticule extraction: An 18-month prospective study. J Refract Surg. 2015;31(11):726–31.PubMedCrossRef Miao H, Tian M, Xu Y, Chen Y, Zhou X. Visual Outcomes and optical quality after femtosecond laser small incision lenticule extraction: An 18-month prospective study. J Refract Surg. 2015;31(11):726–31.PubMedCrossRef
15.
Zurück zum Zitat Zhong Y, Li M, Han T, Fu D, Zhou X. Four-year outcomes of small incision lenticule extraction (SMILE) to correct high myopic astigmatism. Br J Ophthalmol. 2021;105(1):27–31.PubMedCrossRef Zhong Y, Li M, Han T, Fu D, Zhou X. Four-year outcomes of small incision lenticule extraction (SMILE) to correct high myopic astigmatism. Br J Ophthalmol. 2021;105(1):27–31.PubMedCrossRef
16.
Zurück zum Zitat Schwiegerling J. Scaling Zernike expansion coefficients to different pupil sizes. J Opt Soc Am A Opt Image Sci Vis. 2002;19(10):1937–45.PubMedCrossRef Schwiegerling J. Scaling Zernike expansion coefficients to different pupil sizes. J Opt Soc Am A Opt Image Sci Vis. 2002;19(10):1937–45.PubMedCrossRef
17.
Zurück zum Zitat Wu W, Wang Y. Corneal higher-order aberrations of the anterior surface, posterior surface, and total cornea after SMILE, FS-LASIK, and FLEx Surgeries. Eye Contact Lens. 2016;42(6):358–65.PubMedCrossRef Wu W, Wang Y. Corneal higher-order aberrations of the anterior surface, posterior surface, and total cornea after SMILE, FS-LASIK, and FLEx Surgeries. Eye Contact Lens. 2016;42(6):358–65.PubMedCrossRef
18.
Zurück zum Zitat Chen X, Wang Y, Zhang J, Yang SN, Li X, Zhang L. Comparison of ocular higher-order aberrations after SMILE and Wavefront-guided Femtosecond LASIK for myopia. BMC Ophthalmol. 2017;17(1):42.PubMedPubMedCentralCrossRef Chen X, Wang Y, Zhang J, Yang SN, Li X, Zhang L. Comparison of ocular higher-order aberrations after SMILE and Wavefront-guided Femtosecond LASIK for myopia. BMC Ophthalmol. 2017;17(1):42.PubMedPubMedCentralCrossRef
19.
Zurück zum Zitat Liang G, Zha X, Zhang F. Analysis of higher-order aberrations (HOAs) and related factors after small incision lenticule extraction (SMILE) surgery. Clin J Optom Ophthalmol Vis Sci. 2015;17(11):644–8. Liang G, Zha X, Zhang F. Analysis of higher-order aberrations (HOAs) and related factors after small incision lenticule extraction (SMILE) surgery. Clin J Optom Ophthalmol Vis Sci. 2015;17(11):644–8.
20.
Zurück zum Zitat Jin HY, Wan T, Yu XN, Wu F, Yao K. Corneal higher-order aberrations of the anterior surface, posterior surface, and total cornea after small incision lenticule extraction (SMILE): high myopia versus mild to moderate myopia. BMC Ophthalmol. 2018;18(1):295.PubMedPubMedCentralCrossRef Jin HY, Wan T, Yu XN, Wu F, Yao K. Corneal higher-order aberrations of the anterior surface, posterior surface, and total cornea after small incision lenticule extraction (SMILE): high myopia versus mild to moderate myopia. BMC Ophthalmol. 2018;18(1):295.PubMedPubMedCentralCrossRef
21.
Zurück zum Zitat Li L, Cheng GPM, Ng ALK, Chan TCY, Jhanji V, Wang Y. Influence of refractive status on the higher-order aberration pattern after small incision lenticule extraction surgery. Cornea. 2017;36(8):967–72.PubMedCrossRef Li L, Cheng GPM, Ng ALK, Chan TCY, Jhanji V, Wang Y. Influence of refractive status on the higher-order aberration pattern after small incision lenticule extraction surgery. Cornea. 2017;36(8):967–72.PubMedCrossRef
22.
Zurück zum Zitat Kwon Y, Bott S. Postsurgery corneal asphericity and spherical aberration due to ablation efficiency reduction and corneal remodelling in refractive surgeries. Eye (Lond). 2009;23(9):1845–50.PubMedCrossRef Kwon Y, Bott S. Postsurgery corneal asphericity and spherical aberration due to ablation efficiency reduction and corneal remodelling in refractive surgeries. Eye (Lond). 2009;23(9):1845–50.PubMedCrossRef
23.
Zurück zum Zitat Jin HY, Wan T, Wu F, Yao K. Comparison of visual results and higher-order aberrations after small incision lenticule extraction (SMILE): high myopia vs. mild to moderate myopia. BMC Ophthalmol. 2017;17(1):118.PubMedPubMedCentralCrossRef Jin HY, Wan T, Wu F, Yao K. Comparison of visual results and higher-order aberrations after small incision lenticule extraction (SMILE): high myopia vs. mild to moderate myopia. BMC Ophthalmol. 2017;17(1):118.PubMedPubMedCentralCrossRef
24.
Zurück zum Zitat Yazar S, Hewitt AW, Forward H, McKnight CM, Tan A, Mountain JA, Mackey DA. Comparison of monochromatic aberrations in young adults with different visual acuity and refractive errors. J Cataract Refract Surg. 2014;40(3):441–9.PubMedCrossRef Yazar S, Hewitt AW, Forward H, McKnight CM, Tan A, Mountain JA, Mackey DA. Comparison of monochromatic aberrations in young adults with different visual acuity and refractive errors. J Cataract Refract Surg. 2014;40(3):441–9.PubMedCrossRef
25.
Zurück zum Zitat Paquin MP, Hamam H, Simonet P. Objective measurement of optical aberrations in myopic eyes. Optom Vis Sci. 2002;79(5):285–91.PubMedCrossRef Paquin MP, Hamam H, Simonet P. Objective measurement of optical aberrations in myopic eyes. Optom Vis Sci. 2002;79(5):285–91.PubMedCrossRef
26.
Zurück zum Zitat Chan TCY, Wan KH, Kang DSY, Tso THK, Cheng GPM, Wang Y. Effect of corneal curvature on optical zone decentration and its impact on astigmatism and higher-order aberrations in SMILE and LASIK. Graefes Arch Clin Exp Ophthalmol. 2019;257(1):233–40.PubMedCrossRef Chan TCY, Wan KH, Kang DSY, Tso THK, Cheng GPM, Wang Y. Effect of corneal curvature on optical zone decentration and its impact on astigmatism and higher-order aberrations in SMILE and LASIK. Graefes Arch Clin Exp Ophthalmol. 2019;257(1):233–40.PubMedCrossRef
27.
Zurück zum Zitat Jun I, Kang DSY, Reinstein DZ, Arba-Mosquera S, Archer TJ, Seo KY, Kim TI. Clinical outcomes of SMILE with a triple centration technique and corneal wavefront-guided transepithelial PRK in high astigmatism. J Refract Surg. 2018;34(3):156–63.PubMedCrossRef Jun I, Kang DSY, Reinstein DZ, Arba-Mosquera S, Archer TJ, Seo KY, Kim TI. Clinical outcomes of SMILE with a triple centration technique and corneal wavefront-guided transepithelial PRK in high astigmatism. J Refract Surg. 2018;34(3):156–63.PubMedCrossRef
28.
Zurück zum Zitat Huang J, Zhou X, Qian Y. Decentration following femtosecond laser small incision lenticule extraction (SMILE) in eyes with high astigmatism and its impact on visual quality. BMC Ophthalmol. 2019;19(1):151.PubMedPubMedCentralCrossRef Huang J, Zhou X, Qian Y. Decentration following femtosecond laser small incision lenticule extraction (SMILE) in eyes with high astigmatism and its impact on visual quality. BMC Ophthalmol. 2019;19(1):151.PubMedPubMedCentralCrossRef
29.
Zurück zum Zitat Liu S, Yu L, Lu Z, Cheng C, Gu X, Liu J, Zhou X. Effect of keratometric astigmatism on visual outcomes following small incision lenticule extraction. Front Med (Lausanne). 2022;9: 982892.PubMedCrossRef Liu S, Yu L, Lu Z, Cheng C, Gu X, Liu J, Zhou X. Effect of keratometric astigmatism on visual outcomes following small incision lenticule extraction. Front Med (Lausanne). 2022;9: 982892.PubMedCrossRef
30.
Zurück zum Zitat Lee H, Roberts CJ, Arba-Mosquera S, Kang DSY, Reinstein DZ, Kim TI. Relationship between decentration and induced corneal higher-order aberrations following small-incision lenticule extraction procedure. Invest Ophthalmol Vis Sci. 2018;59(6):2316–24.PubMedCrossRef Lee H, Roberts CJ, Arba-Mosquera S, Kang DSY, Reinstein DZ, Kim TI. Relationship between decentration and induced corneal higher-order aberrations following small-incision lenticule extraction procedure. Invest Ophthalmol Vis Sci. 2018;59(6):2316–24.PubMedCrossRef
31.
Zurück zum Zitat Ding X, Fu D, Wang L, Zhou X, Yu Z. Functional optical zone and visual quality after small-incision lenticule extraction for high myopic astigmatism. Ophthalmol Ther. 2021;10(2):273–88.PubMedPubMedCentralCrossRef Ding X, Fu D, Wang L, Zhou X, Yu Z. Functional optical zone and visual quality after small-incision lenticule extraction for high myopic astigmatism. Ophthalmol Ther. 2021;10(2):273–88.PubMedPubMedCentralCrossRef
32.
Zurück zum Zitat Liu S, Gu X, Zhang X, Zhao J, Zhou X. Achieved and functional optical zone in myopic eyes with high astigmatism after small incision lenticule extraction. J Refract Surg. 2022;38(4):243–9.PubMedCrossRef Liu S, Gu X, Zhang X, Zhao J, Zhou X. Achieved and functional optical zone in myopic eyes with high astigmatism after small incision lenticule extraction. J Refract Surg. 2022;38(4):243–9.PubMedCrossRef
33.
34.
Zurück zum Zitat Li X, Wang Y, Dou R. Aberration compensation between anterior and posterior corneal surfaces after Small incision lenticule extraction (SMILE) and Femtosecond laser-assisted laser in-situ keratomileusis (FS-LASIK). Ophthalmic Physiol Opt. 2015;35:540–51.PubMedCrossRef Li X, Wang Y, Dou R. Aberration compensation between anterior and posterior corneal surfaces after Small incision lenticule extraction (SMILE) and Femtosecond laser-assisted laser in-situ keratomileusis (FS-LASIK). Ophthalmic Physiol Opt. 2015;35:540–51.PubMedCrossRef
35.
Zurück zum Zitat Santhiago MR, Smadja D, Gomes BF, Mello GR, Monteiro ML, Wilson SE, Randleman JB. Association between the percent tissue altered and post-laser in situ keratomileusis ectasia in eyes with normal preoperative topography. Am J Ophthalmol. 2014;158(1):87-95.e1.PubMedCrossRef Santhiago MR, Smadja D, Gomes BF, Mello GR, Monteiro ML, Wilson SE, Randleman JB. Association between the percent tissue altered and post-laser in situ keratomileusis ectasia in eyes with normal preoperative topography. Am J Ophthalmol. 2014;158(1):87-95.e1.PubMedCrossRef
36.
Zurück zum Zitat Feng Z, Wang Q, Du C, Yang F, Li X. High-order aberration changes after femtosecond LASIK surgery in patients with high myopia. Ann Palliat Med. 2021;10(7):7689–96.PubMedCrossRef Feng Z, Wang Q, Du C, Yang F, Li X. High-order aberration changes after femtosecond LASIK surgery in patients with high myopia. Ann Palliat Med. 2021;10(7):7689–96.PubMedCrossRef
37.
Zurück zum Zitat Hu L, Wang Q, Yu P, Yu Y, Zhang D, He JC, Lu F. The influence of intraocular pressure on wavefront aberrations in patients undergoing laser-assisted in situ keratomileusis. Invest Ophthalmol Vis Sci. 2013;54(8):5527–34.PubMedCrossRef Hu L, Wang Q, Yu P, Yu Y, Zhang D, He JC, Lu F. The influence of intraocular pressure on wavefront aberrations in patients undergoing laser-assisted in situ keratomileusis. Invest Ophthalmol Vis Sci. 2013;54(8):5527–34.PubMedCrossRef
38.
Zurück zum Zitat Wang Q, Liu W, Wu Y, Ma Y, Zhao G. Central corneal thickness and its relationship to ocular parameters in young adult myopic eyes. Clin Exp Optom. 2017;100(3):250–4.PubMedCrossRef Wang Q, Liu W, Wu Y, Ma Y, Zhao G. Central corneal thickness and its relationship to ocular parameters in young adult myopic eyes. Clin Exp Optom. 2017;100(3):250–4.PubMedCrossRef
39.
Zurück zum Zitat Mohamed EM, Wojtowicz JC, Bowman W, Cavanagh HD, Mootha V, Verity S, McCulley JP. Corneal thickness association with ocular and corneal high-order aberrations. Eye Contact Lens. 2009;35(6):297–301.PubMedCrossRef Mohamed EM, Wojtowicz JC, Bowman W, Cavanagh HD, Mootha V, Verity S, McCulley JP. Corneal thickness association with ocular and corneal high-order aberrations. Eye Contact Lens. 2009;35(6):297–301.PubMedCrossRef
40.
Zurück zum Zitat Miller JM, Harvey EM, Schwiegerling J. Higher-order aberrations and best-corrected visual acuity in Native American children with a high prevalence of astigmatism. J AAPOS. 2015;19(4):352-357.e1.PubMedPubMedCentralCrossRef Miller JM, Harvey EM, Schwiegerling J. Higher-order aberrations and best-corrected visual acuity in Native American children with a high prevalence of astigmatism. J AAPOS. 2015;19(4):352-357.e1.PubMedPubMedCentralCrossRef
41.
Zurück zum Zitat Namba H, Kawasaki R, Sugano A, Murakami T, Nishitsuka K, Kato T, Kayama T, Yamashita H. Age-related changes in ocular aberrations and the yamagata study (Funagata). Cornea. 2017;36(Suppl 1):S34–40.PubMedCrossRef Namba H, Kawasaki R, Sugano A, Murakami T, Nishitsuka K, Kato T, Kayama T, Yamashita H. Age-related changes in ocular aberrations and the yamagata study (Funagata). Cornea. 2017;36(Suppl 1):S34–40.PubMedCrossRef
42.
Zurück zum Zitat Athaide HV, Campos M, Costa C. Study of ocular aberrations with age. Arq Bras Oftalmol. 2009;72(5):617–21.PubMedCrossRef Athaide HV, Campos M, Costa C. Study of ocular aberrations with age. Arq Bras Oftalmol. 2009;72(5):617–21.PubMedCrossRef
43.
Zurück zum Zitat Castro LE, Sandoval HP, Bartholomew LR, Vroman DT, Solomon KD. High-order aberrations and preoperative associated factors. Acta Ophthalmol Scand. 2007;85(1):106–10.PubMedCrossRef Castro LE, Sandoval HP, Bartholomew LR, Vroman DT, Solomon KD. High-order aberrations and preoperative associated factors. Acta Ophthalmol Scand. 2007;85(1):106–10.PubMedCrossRef
44.
Zurück zum Zitat Armstrong RA. Statistical guidelines for the analysis of data obtained from one or both eyes. Ophthalmic Physiol Opt. 2013;33(1):7–14.PubMedCrossRef Armstrong RA. Statistical guidelines for the analysis of data obtained from one or both eyes. Ophthalmic Physiol Opt. 2013;33(1):7–14.PubMedCrossRef
45.
Zurück zum Zitat Song J, Cao H, Chen X, Zhao X, Zhang J, Wu G, Wang Y. Small Incision Lenticule Extraction (SMILE) Versus Laser Assisted Stromal In Situ Keratomileusis (LASIK) for astigmatism corrections: a systematic review and meta-analysis. Am J Ophthalmol. 2023;247:181–99.PubMedCrossRef Song J, Cao H, Chen X, Zhao X, Zhang J, Wu G, Wang Y. Small Incision Lenticule Extraction (SMILE) Versus Laser Assisted Stromal In Situ Keratomileusis (LASIK) for astigmatism corrections: a systematic review and meta-analysis. Am J Ophthalmol. 2023;247:181–99.PubMedCrossRef
46.
Zurück zum Zitat Kang DSY, Lee H, Reinstein DZ, Roberts CJ, Arba-Mosquera S, Archer TJ, Kim EK, Seo KY, Kim TI. Comparison of the distribution of lenticule decentration following SMILE by subjective patient fixation or triple marking centration. J Refract Surg. 2018;34(7):446–52.PubMedCrossRef Kang DSY, Lee H, Reinstein DZ, Roberts CJ, Arba-Mosquera S, Archer TJ, Kim EK, Seo KY, Kim TI. Comparison of the distribution of lenticule decentration following SMILE by subjective patient fixation or triple marking centration. J Refract Surg. 2018;34(7):446–52.PubMedCrossRef
Metadaten
Titel
Association of myopia and astigmatism with postoperative ocular high order aberration after small incision lenticule extraction
verfasst von
Yifan Du
Yu Di
Shan Yang
Fei Mo
Ge Cui
Di Chen
Ying Li
Publikationsdatum
01.12.2024
Verlag
BioMed Central
Erschienen in
BMC Ophthalmology / Ausgabe 1/2024
Elektronische ISSN: 1471-2415
DOI
https://doi.org/10.1186/s12886-024-03475-w

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